코딩 에이전트들이 uv를 회피하는 경향이 있어서 짜쳤었는데 이렇게 지시를 해두니 uv를 잘씀. never invoke 가 key term 인듯?

• Python 3.11 + managed exclusively with uv.

  • Never invoke pip, python -m venv, virtualenv, poetry.

• Environment workflow

1) create / refresh the virtual environment

uv venv source .venv/bin/activate

2) add or upgrade a dependency

uv add <package> uv add --dev <package> uv remove <package>

3) install everything exactly as pinned

uv sync

* **Running commands** – always prefix with `uv run --`
  ```bash

  uv run -- ruff check .
  uv run -- mypy .
  uv run -- pytest -q